Search Results - Traveling salesman problem Graph neural network Link prediction Neural combinatorial optimization

A bidirectional graph neural network for traveling salesman problems on arbitrary symmetric graphs by Hu, Yujiao, Zhang, Zhen, Yao, Yuan, Huyan, Xingpeng, Zhou, Xingshe, Lee, Wee Sun

“…Deep learning has recently been shown to provide great achievement to the traveling salesman problem (TSP…”
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Graph Neural Network - Variable Neighborhood Search for Solving Symmetric Traveling Salesman Problem by Sohiburoyyan, Robieth, Himawan, Salamet Nur, Iryanto, Iryanto

“… The traveling salesman problem (TSP) is a well-known challenge in combinatorial optimization, widely applicable in various engineering domains…”
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Neuro-Ising: Accelerating Large-Scale Traveling Salesman Problems via Graph Neural Network Guided Localized Ising Solvers by Sanyal, Sourav, Roy, Kaushik

“…One of the most extensively studied combinatorial optimization problems is the Travelling Salesman Problem (TSP…”
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A Graph Neural Network Assisted Monte Carlo Tree Search Approach to Traveling Salesman Problem by Xing, Zhihao, Tu, Shikui

“…We tackle the classical traveling salesman problem (TSP) by combining a graph neural network and Monte Carlo Tree Search…”
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BiGNN: Bipartite graph neural network with attention mechanism for solving multiple traveling salesman problems in urban logistics by Liang, Haojian, Wang, Shaohua, Li, Huilai, Zhou, Liang, Zhang, Xueyan, Wang, Shaowen

“…: The method is used to solve the Surat Road network data. The multiple traveling salesman problems (MTSP…”
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Neural networks and the traveling salesman problem by Bemley, B.

“…, an explanation of the traveling salesman problems, and a brief conclusion…”
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Traveling salesman problem using neural network techniques by Abdel-Moetty, S M

“…We discuss two methods for solving the traveling salesman problem (TSP). First, ant system (Ant colony system (ACS)). Second, Neural Network…”
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A real-time solution for the traveling salesman problem using a Boolean neural network by Bhide, S., John, N., Kabuka, M.R.

“… The problem under consideration is the traveling salesman problem. The Boolean neural network is modified to include the iterative procedure for solving combinatorial optimization problems…”
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A Boolean neural network approach for the traveling salesman problem by Bhide, S., John, N., Kabuka, M.R.

“… The problem under consideration is the traveling salesman problem. The Boolean neural network has been modified to include the iterative procedure for solving combinatorial optimization problems…”
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The travelling salesman problem and the Hopfield neural network by Kashmiri, S.

“…The author outlines a simple method of defining and implementing the traveling salesman problem (TSP…”
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A self-organizing neural network approach for multiple traveling salesman and vehicle routing problems by Modares, A., Somhom, S., Enkawa, T.

“…This paper addresses several algorithms based on self‐organizing neural network approach for routing problems…”
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An argument for abandoning the travelling salesman problem as a neural-network benchmark by Smith, K.

“…In this paper, a distinction is drawn between research which assesses the suitability of the Hopfield network for solving the travelling salesman problem (TSP…”
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Parallelized neural network system for solving Euclidean traveling salesman problem by Avşar, Bihter, Aliabadi, Danial Esmaeili

“…[Display omitted] •We introduce a parallel-friendly system based on a self-organizing map to solve largescale traveling salesman problems…”
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Solving the traveling salesman problem using a recurrent neural network by Tarkov, M. S.

“…A new algorithm (NWTA algorithm) for solving the traveling salesman problem (TSP) is proposed. The algorithm is based on the use of the Hopfield recurrent neural network…”
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A memetic neural network for the Euclidean traveling salesman problem by Créput, Jean-Charles, Koukam, Abderrafiãa

“…We study the hybridization of the self-organizing map (SOM) in an evolutionary algorithm to solve the Euclidean traveling salesman problem (TSP…”
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Dynamical random neural network approach to the traveling salesman problem by Gelenbe, E., Koubi, V., Pekergin, F.

“…Neural networks have been suggested as tools for the solution of hard combinatorial optimization problems…”
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Chaotic neural networks and the traveling salesman problem by Yamada, T., Aihara, K., Kotani, M.

“…) to the traveling salesman problem (TSP) as a concrete example of possible application of deterministic chaos…”
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Comparison of neural networks for solving the travelling salesman problem by La Maire, B. F. J., Mladenov, V. M.

“…: the Integer Linear Programming method, the Hopfield Neural Network, and the Kohonen Self Organizing Feature Map Neural Network…”
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Solution for a Travelling Salesman Problem in Neural Networks by Tulasi Krishna, Sajja

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A neural network heuristic for the traveling salesman problem by Nguyen, Tim Dang

“…This thesis presents a Kohonen Self-Organizing neural network based heuristic for the Traveling Salesman Problem (TSP…”
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